May 2025 (SUITS-25) delivered a major internal architecture refactor to improve modularity, testability, and cross-component collaboration. Key changes include decoupling helper_functions.py from the Java API, introducing a new commands.py for centralized command constants, and updating helper functions to communicate via a Pipeline class. This foundation reduces coupling, standardizes command definitions, and enables easier future feature delivery. Bugs fixed: None reported as critical in May; focus was on architectural improvements and groundwork for future reliability. Business value: Faster onboarding for new features, improved maintainability, and more predictable integration points across components, leading to quicker delivery cycles and reduced maintenance costs.